conftrace_

simultaneous gradient descent

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strongly convex-strongly concave (1) alternating gradient descent (1) local convergence (1) integral quadratic constraint (1) bilinear game (1) gradient descent ascent (1) gan training (1) convergence rate (1) minimax optimization (1)

Papers

Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization AISTATS 2022